Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 1989 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 301.2 KiB |
| Average record size in memory | 155.1 B |
Variable types
| NUM | 12 |
|---|---|
| CAT | 1 |
Reproduction
| Analysis started | 2020-09-30 11:24:42.357588 |
|---|---|
| Analysis finished | 2020-09-30 11:25:57.474158 |
| Duration | 1 minute and 15.12 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
state has a high cardinality: 51 distinct values | High cardinality |
Aggravated assault is highly correlated with violent total | High correlation |
violent total is highly correlated with Aggravated assault | High correlation |
Larceny theft is highly correlated with property total | High correlation |
property total is highly correlated with Larceny theft | High correlation |
state is uniformly distributed | Uniform |
| Distinct count | 51 |
|---|---|
| Unique (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.7 KiB |
| NM | 39 |
|---|---|
| PA | 39 |
| IA | 39 |
| MA | 39 |
| VA | 39 |
| Other values (46) |
| Value | Count | Frequency (%) | |
| NM | 39 | 2.0% | |
| PA | 39 | 2.0% | |
| IA | 39 | 2.0% | |
| MA | 39 | 2.0% | |
| VA | 39 | 2.0% | |
| MD | 39 | 2.0% | |
| AK | 39 | 2.0% | |
| KS | 39 | 2.0% | |
| WV | 39 | 2.0% | |
| WA | 39 | 2.0% | |
| OK | 39 | 2.0% | |
| SD | 39 | 2.0% | |
| TX | 39 | 2.0% | |
| NY | 39 | 2.0% | |
| NC | 39 | 2.0% | |
| MT | 39 | 2.0% | |
| CA | 39 | 2.0% | |
| TN | 39 | 2.0% | |
| NJ | 39 | 2.0% | |
| UT | 39 | 2.0% | |
| AR | 39 | 2.0% | |
| AZ | 39 | 2.0% | |
| NV | 39 | 2.0% | |
| MI | 39 | 2.0% | |
| VT | 39 | 2.0% | |
| Other values (26) | 1014 | 51.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| A | 468 | 11.8% | |
| N | 429 | 10.8% | |
| M | 351 | 8.8% | |
| I | 312 | 7.8% | |
| C | 234 | 5.9% | |
| T | 234 | 5.9% | |
| D | 234 | 5.9% | |
| O | 195 | 4.9% | |
| L | 156 | 3.9% | |
| K | 156 | 3.9% | |
| S | 156 | 3.9% | |
| V | 156 | 3.9% | |
| W | 156 | 3.9% | |
| R | 117 | 2.9% | |
| E | 117 | 2.9% | |
| H | 117 | 2.9% | |
| Y | 117 | 2.9% | |
| Z | 39 | 1.0% | |
| F | 39 | 1.0% | |
| G | 39 | 1.0% | |
| J | 39 | 1.0% | |
| P | 39 | 1.0% | |
| X | 39 | 1.0% | |
| U | 39 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 3978 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 468 | 11.8% | |
| N | 429 | 10.8% | |
| M | 351 | 8.8% | |
| I | 312 | 7.8% | |
| C | 234 | 5.9% | |
| T | 234 | 5.9% | |
| D | 234 | 5.9% | |
| O | 195 | 4.9% | |
| L | 156 | 3.9% | |
| K | 156 | 3.9% | |
| S | 156 | 3.9% | |
| V | 156 | 3.9% | |
| W | 156 | 3.9% | |
| R | 117 | 2.9% | |
| E | 117 | 2.9% | |
| H | 117 | 2.9% | |
| Y | 117 | 2.9% | |
| Z | 39 | 1.0% | |
| F | 39 | 1.0% | |
| G | 39 | 1.0% | |
| J | 39 | 1.0% | |
| P | 39 | 1.0% | |
| X | 39 | 1.0% | |
| U | 39 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 3978 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| A | 468 | 11.8% | |
| N | 429 | 10.8% | |
| M | 351 | 8.8% | |
| I | 312 | 7.8% | |
| C | 234 | 5.9% | |
| T | 234 | 5.9% | |
| D | 234 | 5.9% | |
| O | 195 | 4.9% | |
| L | 156 | 3.9% | |
| K | 156 | 3.9% | |
| S | 156 | 3.9% | |
| V | 156 | 3.9% | |
| W | 156 | 3.9% | |
| R | 117 | 2.9% | |
| E | 117 | 2.9% | |
| H | 117 | 2.9% | |
| Y | 117 | 2.9% | |
| Z | 39 | 1.0% | |
| F | 39 | 1.0% | |
| G | 39 | 1.0% | |
| J | 39 | 1.0% | |
| P | 39 | 1.0% | |
| X | 39 | 1.0% | |
| U | 39 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 3978 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| A | 468 | 11.8% | |
| N | 429 | 10.8% | |
| M | 351 | 8.8% | |
| I | 312 | 7.8% | |
| C | 234 | 5.9% | |
| T | 234 | 5.9% | |
| D | 234 | 5.9% | |
| O | 195 | 4.9% | |
| L | 156 | 3.9% | |
| K | 156 | 3.9% | |
| S | 156 | 3.9% | |
| V | 156 | 3.9% | |
| W | 156 | 3.9% | |
| R | 117 | 2.9% | |
| E | 117 | 2.9% | |
| H | 117 | 2.9% | |
| Y | 117 | 2.9% | |
| Z | 39 | 1.0% | |
| F | 39 | 1.0% | |
| G | 39 | 1.0% | |
| J | 39 | 1.0% | |
| P | 39 | 1.0% | |
| X | 39 | 1.0% | |
| U | 39 | 1.0% |
unemployment
Real number (ℝ≥0)
| Distinct count | 827 |
|---|---|
| Unique (%) | 41.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.127662141779789 |
|---|---|
| Minimum | 2.3 |
| Maximum | 17.825 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.7 KiB |
Quantile statistics
| Minimum | 2.3 |
|---|---|
| 5-th percentile | 3.233 |
| Q1 | 4.617 |
| median | 5.8 |
| Q3 | 7.325 |
| 95-th percentile | 9.9968 |
| Maximum | 17.825 |
| Range | 15.525 |
| Interquartile range (IQR) | 2.708 |
Descriptive statistics
| Standard deviation | 2.080685911 |
|---|---|
| Coefficient of variation (CV) | 0.3395562391 |
| Kurtosis | 1.126325452 |
| Mean | 6.127662142 |
| Median Absolute Deviation (MAD) | 1.325 |
| Skewness | 0.8728270014 |
| Sum | 12187.92 |
| Variance | 4.329253861 |
| Value | Count | Frequency (%) | |
| 4.258 | 9 | 0.5% | |
| 4.292 | 9 | 0.5% | |
| 5.033 | 8 | 0.4% | |
| 5.392 | 8 | 0.4% | |
| 5.292 | 7 | 0.4% | |
| 4.417 | 7 | 0.4% | |
| 6.233 | 7 | 0.4% | |
| 5.8 | 7 | 0.4% | |
| 4.9 | 7 | 0.4% | |
| 5.167 | 7 | 0.4% | |
| 5.233 | 7 | 0.4% | |
| 4.942 | 7 | 0.4% | |
| 5.533 | 7 | 0.4% | |
| 4.525 | 7 | 0.4% | |
| 7.533 | 6 | 0.3% | |
| 6.175 | 6 | 0.3% | |
| 5.3 | 6 | 0.3% | |
| 6.617 | 6 | 0.3% | |
| 5.5 | 6 | 0.3% | |
| 3.525 | 6 | 0.3% | |
| 4.567 | 6 | 0.3% | |
| 4.308 | 6 | 0.3% | |
| 4.842 | 6 | 0.3% | |
| 6.242 | 6 | 0.3% | |
| 5.55 | 6 | 0.3% | |
| Other values (802) | 1819 | 91.5% |
| Value | Count | Frequency (%) | |
| 2.3 | 1 | 0.1% | |
| 2.317 | 1 | 0.1% | |
| 2.35 | 1 | 0.1% | |
| 2.392 | 1 | 0.1% | |
| 2.4 | 1 | 0.1% | |
| 2.458 | 1 | 0.1% | |
| 2.492 | 1 | 0.1% | |
| 2.517 | 1 | 0.1% | |
| 2.558 | 1 | 0.1% | |
| 2.567 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 17.825 | 1 | 0.1% | |
| 15.383 | 1 | 0.1% | |
| 14.8 | 1 | 0.1% | |
| 14.367 | 1 | 0.1% | |
| 14.1 | 1 | 0.1% | |
| 13.983 | 1 | 0.1% | |
| 13.808 | 1 | 0.1% | |
| 13.658 | 1 | 0.1% | |
| 13.525 | 1 | 0.1% | |
| 13.133 | 1 | 0.1% |
year
Real number (ℝ≥0)
| Distinct count | 39 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1995.0 |
|---|---|
| Minimum | 1976 |
| Maximum | 2014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.7 KiB |
Quantile statistics
| Minimum | 1976 |
|---|---|
| 5-th percentile | 1977 |
| Q1 | 1985 |
| median | 1995 |
| Q3 | 2005 |
| 95-th percentile | 2013 |
| Maximum | 2014 |
| Range | 38 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 11.25745896 |
|---|---|
| Coefficient of variation (CV) | 0.005642836573 |
| Kurtosis | -1.201582316 |
| Mean | 1995 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0 |
| Sum | 3968055 |
| Variance | 126.7303823 |
| Value | Count | Frequency (%) | |
| 2014 | 51 | 2.6% | |
| 1985 | 51 | 2.6% | |
| 1992 | 51 | 2.6% | |
| 1991 | 51 | 2.6% | |
| 1990 | 51 | 2.6% | |
| 1989 | 51 | 2.6% | |
| 1988 | 51 | 2.6% | |
| 1987 | 51 | 2.6% | |
| 1986 | 51 | 2.6% | |
| 1984 | 51 | 2.6% | |
| 1994 | 51 | 2.6% | |
| 1983 | 51 | 2.6% | |
| 1982 | 51 | 2.6% | |
| 1981 | 51 | 2.6% | |
| 1980 | 51 | 2.6% | |
| 1979 | 51 | 2.6% | |
| 1978 | 51 | 2.6% | |
| 1977 | 51 | 2.6% | |
| 1993 | 51 | 2.6% | |
| 1995 | 51 | 2.6% | |
| 2013 | 51 | 2.6% | |
| 2005 | 51 | 2.6% | |
| 2012 | 51 | 2.6% | |
| 2011 | 51 | 2.6% | |
| 2010 | 51 | 2.6% | |
| Other values (14) | 714 | 35.9% |
| Value | Count | Frequency (%) | |
| 1976 | 51 | 2.6% | |
| 1977 | 51 | 2.6% | |
| 1978 | 51 | 2.6% | |
| 1979 | 51 | 2.6% | |
| 1980 | 51 | 2.6% | |
| 1981 | 51 | 2.6% | |
| 1982 | 51 | 2.6% | |
| 1983 | 51 | 2.6% | |
| 1984 | 51 | 2.6% | |
| 1985 | 51 | 2.6% |
| Value | Count | Frequency (%) | |
| 2014 | 51 | 2.6% | |
| 2013 | 51 | 2.6% | |
| 2012 | 51 | 2.6% | |
| 2011 | 51 | 2.6% | |
| 2010 | 51 | 2.6% | |
| 2009 | 51 | 2.6% | |
| 2008 | 51 | 2.6% | |
| 2007 | 51 | 2.6% | |
| 2006 | 51 | 2.6% | |
| 2005 | 51 | 2.6% |
Population
Real number (ℝ≥0)
| Distinct count | 1891 |
|---|---|
| Unique (%) | 95.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5215378.300653595 |
|---|---|
| Minimum | 382000 |
| Maximum | 38802500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.7 KiB |
Quantile statistics
| Minimum | 382000 |
|---|---|
| 5-th percentile | 592595.8 |
| Q1 | 1316807 |
| median | 3520355 |
| Q3 | 6098000 |
| 95-th percentile | 17808200 |
| Maximum | 38802500 |
| Range | 38420500 |
| Interquartile range (IQR) | 4781193 |
Descriptive statistics
| Standard deviation | 5815879.894 |
|---|---|
| Coefficient of variation (CV) | 1.115140563 |
| Kurtosis | 8.627497874 |
| Mean | 5215378.301 |
| Median Absolute Deviation (MAD) | 2308818 |
| Skewness | 2.604579271 |
| Sum | 1.037338744e+10 |
| Variance | 3.382445894e+13 |
| Value | Count | Frequency (%) | |
| 1187000 | 3 | 0.2% | |
| 935000 | 3 | 0.2% | |
| 589000 | 3 | 0.2% | |
| 689000 | 3 | 0.2% | |
| 582000 | 3 | 0.2% | |
| 3317000 | 3 | 0.2% | |
| 715000 | 3 | 0.2% | |
| 570000 | 3 | 0.2% | |
| 660000 | 3 | 0.2% | |
| 1606000 | 3 | 0.2% | |
| 998000 | 3 | 0.2% | |
| 480000 | 2 | 0.1% | |
| 406000 | 2 | 0.1% | |
| 702000 | 2 | 0.1% | |
| 3275000 | 2 | 0.1% | |
| 685000 | 2 | 0.1% | |
| 1951000 | 2 | 0.1% | |
| 1111000 | 2 | 0.1% | |
| 2625000 | 2 | 0.1% | |
| 636000 | 2 | 0.1% | |
| 10752000 | 2 | 0.1% | |
| 4860000 | 2 | 0.1% | |
| 1005000 | 2 | 0.1% | |
| 623000 | 2 | 0.1% | |
| 686000 | 2 | 0.1% | |
| Other values (1866) | 1928 | 96.9% |
| Value | Count | Frequency (%) | |
| 382000 | 1 | 0.1% | |
| 390000 | 1 | 0.1% | |
| 403000 | 1 | 0.1% | |
| 406000 | 2 | 0.1% | |
| 407000 | 1 | 0.1% | |
| 412000 | 1 | 0.1% | |
| 424000 | 1 | 0.1% | |
| 438000 | 1 | 0.1% | |
| 440142 | 1 | 0.1% | |
| 450000 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 38802500 | 1 | 0.1% | |
| 38431393 | 1 | 0.1% | |
| 37999878 | 1 | 0.1% | |
| 37683933 | 1 | 0.1% | |
| 37338198 | 1 | 0.1% | |
| 36961664 | 1 | 0.1% | |
| 36756666 | 1 | 0.1% | |
| 36553215 | 1 | 0.1% | |
| 36457549 | 1 | 0.1% | |
| 36154147 | 1 | 0.1% |
| Distinct count | 1739 |
|---|---|
| Unique (%) | 87.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 464.79567621920563 |
|---|---|
| Minimum | 47.0 |
| Maximum | 2921.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.7 KiB |
Quantile statistics
| Minimum | 47 |
|---|---|
| 5-th percentile | 131.74 |
| Q1 | 275.5 |
| median | 412.3 |
| Q3 | 590 |
| 95-th percentile | 940.14 |
| Maximum | 2921.8 |
| Range | 2874.8 |
| Interquartile range (IQR) | 314.5 |
Descriptive statistics
| Standard deviation | 295.7602301 |
|---|---|
| Coefficient of variation (CV) | 0.6363231097 |
| Kurtosis | 13.61351546 |
| Mean | 464.7956762 |
| Median Absolute Deviation (MAD) | 148 |
| Skewness | 2.672339092 |
| Sum | 924478.6 |
| Variance | 87474.11368 |
| Value | Count | Frequency (%) | |
| 305.2 | 4 | 0.2% | |
| 285.7 | 4 | 0.2% | |
| 457.5 | 3 | 0.2% | |
| 374.9 | 3 | 0.2% | |
| 275.7 | 3 | 0.2% | |
| 431 | 3 | 0.2% | |
| 270.1 | 3 | 0.2% | |
| 272.5 | 3 | 0.2% | |
| 280.4 | 3 | 0.2% | |
| 282 | 3 | 0.2% | |
| 427 | 3 | 0.2% | |
| 526 | 3 | 0.2% | |
| 256.8 | 3 | 0.2% | |
| 427.3 | 3 | 0.2% | |
| 446.1 | 3 | 0.2% | |
| 514.6 | 3 | 0.2% | |
| 287 | 3 | 0.2% | |
| 334 | 3 | 0.2% | |
| 377.3 | 3 | 0.2% | |
| 406.4 | 3 | 0.2% | |
| 254.6 | 3 | 0.2% | |
| 262.2 | 3 | 0.2% | |
| 284.6 | 2 | 0.1% | |
| 249.7 | 2 | 0.1% | |
| 236.8 | 2 | 0.1% | |
| Other values (1714) | 1915 | 96.3% |
| Value | Count | Frequency (%) | |
| 47 | 1 | 0.1% | |
| 51.3 | 1 | 0.1% | |
| 53.6 | 1 | 0.1% | |
| 53.7 | 1 | 0.1% | |
| 54 | 1 | 0.1% | |
| 56.8 | 1 | 0.1% | |
| 59.1 | 1 | 0.1% | |
| 61.3 | 1 | 0.1% | |
| 61.8 | 1 | 0.1% | |
| 63.2 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2921.8 | 1 | 0.1% | |
| 2832.8 | 1 | 0.1% | |
| 2662.6 | 1 | 0.1% | |
| 2661.4 | 1 | 0.1% | |
| 2469.8 | 1 | 0.1% | |
| 2458.2 | 1 | 0.1% | |
| 2453.3 | 1 | 0.1% | |
| 2274.8 | 1 | 0.1% | |
| 2141.9 | 1 | 0.1% | |
| 2123.1 | 1 | 0.1% |
Murder
Real number (ℝ≥0)
| Distinct count | 198 |
|---|---|
| Unique (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.651784816490698 |
|---|---|
| Minimum | 0.2 |
| Maximum | 80.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.7 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 1.6 |
| Q1 | 3.2 |
| median | 5.4 |
| Q3 | 8.4 |
| 95-th percentile | 13.2 |
| Maximum | 80.6 |
| Range | 80.4 |
| Interquartile range (IQR) | 5.2 |
Descriptive statistics
| Standard deviation | 6.560408282 |
|---|---|
| Coefficient of variation (CV) | 0.9862628547 |
| Kurtosis | 52.58305392 |
| Mean | 6.651784816 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 6.007055677 |
| Sum | 13230.4 |
| Variance | 43.03895682 |
| Value | Count | Frequency (%) | |
| 2 | 36 | 1.8% | |
| 2.9 | 35 | 1.8% | |
| 1.8 | 31 | 1.6% | |
| 6.2 | 30 | 1.5% | |
| 2.3 | 29 | 1.5% | |
| 4.8 | 29 | 1.5% | |
| 3.6 | 29 | 1.5% | |
| 4.4 | 28 | 1.4% | |
| 3.3 | 28 | 1.4% | |
| 2.2 | 28 | 1.4% | |
| 4 | 27 | 1.4% | |
| 3 | 27 | 1.4% | |
| 4.6 | 26 | 1.3% | |
| 5.8 | 25 | 1.3% | |
| 2.4 | 25 | 1.3% | |
| 5.1 | 25 | 1.3% | |
| 1.9 | 25 | 1.3% | |
| 5.4 | 24 | 1.2% | |
| 2.8 | 24 | 1.2% | |
| 2.5 | 24 | 1.2% | |
| 4.9 | 24 | 1.2% | |
| 5.7 | 24 | 1.2% | |
| 3.1 | 24 | 1.2% | |
| 6.1 | 24 | 1.2% | |
| 6.6 | 24 | 1.2% | |
| Other values (173) | 1314 | 66.1% |
| Value | Count | Frequency (%) | |
| 0.2 | 1 | 0.1% | |
| 0.6 | 3 | 0.2% | |
| 0.7 | 2 | 0.1% | |
| 0.8 | 3 | 0.2% | |
| 0.9 | 8 | 0.4% | |
| 1 | 6 | 0.3% | |
| 1.1 | 8 | 0.4% | |
| 1.2 | 10 | 0.5% | |
| 1.3 | 13 | 0.7% | |
| 1.4 | 19 | 1.0% |
| Value | Count | Frequency (%) | |
| 80.6 | 1 | 0.1% | |
| 78.5 | 1 | 0.1% | |
| 77.8 | 1 | 0.1% | |
| 75.2 | 1 | 0.1% | |
| 73.1 | 1 | 0.1% | |
| 71.9 | 1 | 0.1% | |
| 70 | 1 | 0.1% | |
| 65 | 1 | 0.1% | |
| 59.5 | 1 | 0.1% | |
| 56.9 | 1 | 0.1% |
rape
Real number (ℝ≥0)
| Distinct count | 533 |
|---|---|
| Unique (%) | 26.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.014027149321265 |
|---|---|
| Minimum | 5.6 |
| Maximum | 102.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.7 KiB |
Quantile statistics
| Minimum | 5.6 |
|---|---|
| 5-th percentile | 16.14 |
| Q1 | 24.9 |
| median | 31.7 |
| Q3 | 41.3 |
| 95-th percentile | 58.42 |
| Maximum | 102.2 |
| Range | 96.6 |
| Interquartile range (IQR) | 16.4 |
Descriptive statistics
| Standard deviation | 13.54026707 |
|---|---|
| Coefficient of variation (CV) | 0.3980789164 |
| Kurtosis | 2.386196021 |
| Mean | 34.01402715 |
| Median Absolute Deviation (MAD) | 8.1 |
| Skewness | 1.165389946 |
| Sum | 67653.9 |
| Variance | 183.3388323 |
| Value | Count | Frequency (%) | |
| 27.1 | 16 | 0.8% | |
| 26.9 | 13 | 0.7% | |
| 20.3 | 13 | 0.7% | |
| 29.7 | 12 | 0.6% | |
| 41.2 | 11 | 0.6% | |
| 29 | 11 | 0.6% | |
| 28.2 | 11 | 0.6% | |
| 25.8 | 11 | 0.6% | |
| 33 | 11 | 0.6% | |
| 28.9 | 10 | 0.5% | |
| 24.6 | 10 | 0.5% | |
| 26.8 | 10 | 0.5% | |
| 27 | 10 | 0.5% | |
| 20.6 | 10 | 0.5% | |
| 34.3 | 10 | 0.5% | |
| 27.8 | 10 | 0.5% | |
| 29.1 | 10 | 0.5% | |
| 18.7 | 10 | 0.5% | |
| 33.4 | 10 | 0.5% | |
| 24.9 | 10 | 0.5% | |
| 31 | 10 | 0.5% | |
| 21.6 | 10 | 0.5% | |
| 27.4 | 10 | 0.5% | |
| 29.2 | 10 | 0.5% | |
| 32.1 | 10 | 0.5% | |
| Other values (508) | 1720 | 86.5% |
| Value | Count | Frequency (%) | |
| 5.6 | 1 | 0.1% | |
| 7.3 | 1 | 0.1% | |
| 8.2 | 1 | 0.1% | |
| 8.5 | 1 | 0.1% | |
| 8.7 | 1 | 0.1% | |
| 8.9 | 1 | 0.1% | |
| 9 | 1 | 0.1% | |
| 9.4 | 2 | 0.1% | |
| 9.5 | 1 | 0.1% | |
| 9.7 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 102.2 | 1 | 0.1% | |
| 101.5 | 1 | 0.1% | |
| 98.6 | 1 | 0.1% | |
| 93.3 | 1 | 0.1% | |
| 91.8 | 1 | 0.1% | |
| 91.6 | 1 | 0.1% | |
| 89.1 | 1 | 0.1% | |
| 88.1 | 1 | 0.1% | |
| 86.5 | 1 | 0.1% | |
| 85.8 | 1 | 0.1% |
Robbery
Real number (ℝ≥0)
| Distinct count | 1397 |
|---|---|
| Unique (%) | 70.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 141.6974358974359 |
|---|---|
| Minimum | 6.4 |
| Maximum | 1635.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.7 KiB |
Quantile statistics
| Minimum | 6.4 |
|---|---|
| 5-th percentile | 16.44 |
| Q1 | 67.1 |
| median | 112.5 |
| Q3 | 169.2 |
| 95-th percentile | 348.3 |
| Maximum | 1635.1 |
| Range | 1628.7 |
| Interquartile range (IQR) | 102.1 |
Descriptive statistics
| Standard deviation | 147.9273633 |
|---|---|
| Coefficient of variation (CV) | 1.043966409 |
| Kurtosis | 26.24778877 |
| Mean | 141.6974359 |
| Median Absolute Deviation (MAD) | 50.2 |
| Skewness | 4.22908504 |
| Sum | 281836.2 |
| Variance | 21882.50483 |
| Value | Count | Frequency (%) | |
| 111.6 | 6 | 0.3% | |
| 17.9 | 6 | 0.3% | |
| 13.6 | 5 | 0.3% | |
| 153.1 | 5 | 0.3% | |
| 80.9 | 4 | 0.2% | |
| 132.7 | 4 | 0.2% | |
| 18.6 | 4 | 0.2% | |
| 67.1 | 4 | 0.2% | |
| 109.5 | 4 | 0.2% | |
| 70.7 | 4 | 0.2% | |
| 17.1 | 4 | 0.2% | |
| 83.2 | 4 | 0.2% | |
| 16.2 | 4 | 0.2% | |
| 152.4 | 4 | 0.2% | |
| 135.6 | 4 | 0.2% | |
| 46.9 | 4 | 0.2% | |
| 79.6 | 4 | 0.2% | |
| 99.1 | 4 | 0.2% | |
| 92.1 | 4 | 0.2% | |
| 15 | 4 | 0.2% | |
| 121.8 | 4 | 0.2% | |
| 130 | 4 | 0.2% | |
| 23.4 | 4 | 0.2% | |
| 101.1 | 4 | 0.2% | |
| 51.1 | 3 | 0.2% | |
| Other values (1372) | 1884 | 94.7% |
| Value | Count | Frequency (%) | |
| 6.4 | 2 | 0.1% | |
| 6.8 | 1 | 0.1% | |
| 6.9 | 1 | 0.1% | |
| 7.6 | 1 | 0.1% | |
| 7.7 | 2 | 0.1% | |
| 7.8 | 2 | 0.1% | |
| 7.9 | 1 | 0.1% | |
| 8 | 1 | 0.1% | |
| 8.1 | 1 | 0.1% | |
| 8.3 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1635.1 | 1 | 0.1% | |
| 1448 | 1 | 0.1% | |
| 1400.6 | 1 | 0.1% | |
| 1266.4 | 1 | 0.1% | |
| 1239 | 1 | 0.1% | |
| 1235.6 | 1 | 0.1% | |
| 1229.6 | 1 | 0.1% | |
| 1215.6 | 1 | 0.1% | |
| 1213.5 | 1 | 0.1% | |
| 1186.7 | 1 | 0.1% |
| Distinct count | 1628 |
|---|---|
| Unique (%) | 81.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 281.85047762694825 |
|---|---|
| Minimum | 31.3 |
| Maximum | 1557.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.7 KiB |
Quantile statistics
| Minimum | 31.3 |
|---|---|
| 5-th percentile | 79.36 |
| Q1 | 163.6 |
| median | 248.7 |
| Q3 | 366.2 |
| 95-th percentile | 562.4 |
| Maximum | 1557.6 |
| Range | 1526.3 |
| Interquartile range (IQR) | 202.6 |
Descriptive statistics
| Standard deviation | 163.7407747 |
|---|---|
| Coefficient of variation (CV) | 0.5809490765 |
| Kurtosis | 6.437606776 |
| Mean | 281.8504776 |
| Median Absolute Deviation (MAD) | 95.6 |
| Skewness | 1.674565353 |
| Sum | 560600.6 |
| Variance | 26811.04129 |
| Value | Count | Frequency (%) | |
| 205.1 | 5 | 0.3% | |
| 242 | 4 | 0.2% | |
| 218.4 | 4 | 0.2% | |
| 157.2 | 4 | 0.2% | |
| 473.2 | 4 | 0.2% | |
| 256.8 | 3 | 0.2% | |
| 219.4 | 3 | 0.2% | |
| 242.7 | 3 | 0.2% | |
| 222.6 | 3 | 0.2% | |
| 195.8 | 3 | 0.2% | |
| 138.5 | 3 | 0.2% | |
| 137.6 | 3 | 0.2% | |
| 205.9 | 3 | 0.2% | |
| 249.2 | 3 | 0.2% | |
| 213.7 | 3 | 0.2% | |
| 198 | 3 | 0.2% | |
| 298.7 | 3 | 0.2% | |
| 205.7 | 3 | 0.2% | |
| 163.1 | 3 | 0.2% | |
| 145.9 | 3 | 0.2% | |
| 425.5 | 3 | 0.2% | |
| 125 | 3 | 0.2% | |
| 365.8 | 3 | 0.2% | |
| 218.5 | 3 | 0.2% | |
| 338.7 | 3 | 0.2% | |
| Other values (1603) | 1908 | 95.9% |
| Value | Count | Frequency (%) | |
| 31.3 | 1 | 0.1% | |
| 31.6 | 1 | 0.1% | |
| 31.7 | 1 | 0.1% | |
| 32.3 | 1 | 0.1% | |
| 34.1 | 1 | 0.1% | |
| 35.6 | 1 | 0.1% | |
| 38 | 2 | 0.1% | |
| 38.4 | 1 | 0.1% | |
| 38.5 | 1 | 0.1% | |
| 41.3 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1557.6 | 1 | 0.1% | |
| 1454.7 | 1 | 0.1% | |
| 1441.8 | 1 | 0.1% | |
| 1304.7 | 1 | 0.1% | |
| 1162.1 | 1 | 0.1% | |
| 1121.4 | 1 | 0.1% | |
| 1117 | 1 | 0.1% | |
| 1075.2 | 1 | 0.1% | |
| 956.1 | 1 | 0.1% | |
| 943 | 1 | 0.1% |
| Distinct count | 1940 |
|---|---|
| Unique (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4014.4783308195074 |
|---|---|
| Minimum | 1524.4 |
| Maximum | 9512.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.7 KiB |
Quantile statistics
| Minimum | 1524.4 |
|---|---|
| 5-th percentile | 2197 |
| Q1 | 3043.1 |
| median | 3919.5 |
| Q3 | 4758.2 |
| 95-th percentile | 6332.14 |
| Maximum | 9512.1 |
| Range | 7987.7 |
| Interquartile range (IQR) | 1715.1 |
Descriptive statistics
| Standard deviation | 1270.984536 |
|---|---|
| Coefficient of variation (CV) | 0.3166001736 |
| Kurtosis | 0.5015981608 |
| Mean | 4014.478331 |
| Median Absolute Deviation (MAD) | 859.7 |
| Skewness | 0.6778136202 |
| Sum | 7984797.4 |
| Variance | 1615401.692 |
| Value | Count | Frequency (%) | |
| 4499.8 | 2 | 0.1% | |
| 4549.9 | 2 | 0.1% | |
| 3975.7 | 2 | 0.1% | |
| 3870.7 | 2 | 0.1% | |
| 2853.1 | 2 | 0.1% | |
| 3370.8 | 2 | 0.1% | |
| 4878 | 2 | 0.1% | |
| 4019.5 | 2 | 0.1% | |
| 2448.3 | 2 | 0.1% | |
| 4722.7 | 2 | 0.1% | |
| 2845 | 2 | 0.1% | |
| 2624.2 | 2 | 0.1% | |
| 2546.8 | 2 | 0.1% | |
| 3898.9 | 2 | 0.1% | |
| 4808.8 | 2 | 0.1% | |
| 3431.5 | 2 | 0.1% | |
| 2581.1 | 2 | 0.1% | |
| 2546.3 | 2 | 0.1% | |
| 5206.7 | 2 | 0.1% | |
| 2821 | 2 | 0.1% | |
| 4083.5 | 2 | 0.1% | |
| 4287.2 | 2 | 0.1% | |
| 3738.4 | 2 | 0.1% | |
| 2103 | 2 | 0.1% | |
| 2075.8 | 2 | 0.1% | |
| Other values (1915) | 1939 | 97.5% |
| Value | Count | Frequency (%) | |
| 1524.4 | 1 | 0.1% | |
| 1718.2 | 1 | 0.1% | |
| 1724.3 | 1 | 0.1% | |
| 1734.1 | 1 | 0.1% | |
| 1736.8 | 1 | 0.1% | |
| 1766.4 | 1 | 0.1% | |
| 1767 | 1 | 0.1% | |
| 1769.9 | 1 | 0.1% | |
| 1780.2 | 1 | 0.1% | |
| 1820.7 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 9512.1 | 1 | 0.1% | |
| 9426.9 | 1 | 0.1% | |
| 8839.3 | 1 | 0.1% | |
| 8574.2 | 1 | 0.1% | |
| 8422.6 | 1 | 0.1% | |
| 8402.8 | 1 | 0.1% | |
| 8316 | 1 | 0.1% | |
| 8314.7 | 1 | 0.1% | |
| 8287.6 | 1 | 0.1% | |
| 8151.5 | 1 | 0.1% |
Burglary
Real number (ℝ≥0)
| Distinct count | 1852 |
|---|---|
| Unique (%) | 93.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 963.8274007038711 |
|---|---|
| Minimum | 257.2 |
| Maximum | 2906.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.7 KiB |
Quantile statistics
| Minimum | 257.2 |
|---|---|
| 5-th percentile | 399.04 |
| Q1 | 632.2 |
| median | 908.4 |
| Q3 | 1198.3 |
| 95-th percentile | 1788.9 |
| Maximum | 2906.7 |
| Range | 2649.5 |
| Interquartile range (IQR) | 566.1 |
Descriptive statistics
| Standard deviation | 428.554019 |
|---|---|
| Coefficient of variation (CV) | 0.4446377212 |
| Kurtosis | 0.8463519762 |
| Mean | 963.8274007 |
| Median Absolute Deviation (MAD) | 281.1 |
| Skewness | 0.9061907813 |
| Sum | 1917052.7 |
| Variance | 183658.5472 |
| Value | Count | Frequency (%) | |
| 1509.5 | 3 | 0.2% | |
| 709.1 | 3 | 0.2% | |
| 405.4 | 3 | 0.2% | |
| 811.3 | 3 | 0.2% | |
| 546.2 | 3 | 0.2% | |
| 1013.8 | 2 | 0.1% | |
| 546.9 | 2 | 0.1% | |
| 863.8 | 2 | 0.1% | |
| 979.3 | 2 | 0.1% | |
| 663.5 | 2 | 0.1% | |
| 816.9 | 2 | 0.1% | |
| 915.6 | 2 | 0.1% | |
| 891.8 | 2 | 0.1% | |
| 1213.6 | 2 | 0.1% | |
| 621.9 | 2 | 0.1% | |
| 1603.9 | 2 | 0.1% | |
| 1075.6 | 2 | 0.1% | |
| 502.5 | 2 | 0.1% | |
| 973.5 | 2 | 0.1% | |
| 1075.9 | 2 | 0.1% | |
| 841.7 | 2 | 0.1% | |
| 332.4 | 2 | 0.1% | |
| 1121.2 | 2 | 0.1% | |
| 1154.1 | 2 | 0.1% | |
| 650.7 | 2 | 0.1% | |
| Other values (1827) | 1934 | 97.2% |
| Value | Count | Frequency (%) | |
| 257.2 | 1 | 0.1% | |
| 277.7 | 1 | 0.1% | |
| 286.6 | 1 | 0.1% | |
| 289.1 | 1 | 0.1% | |
| 296.5 | 1 | 0.1% | |
| 307.9 | 1 | 0.1% | |
| 309.2 | 1 | 0.1% | |
| 309.3 | 1 | 0.1% | |
| 313.7 | 1 | 0.1% | |
| 320.6 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2906.7 | 1 | 0.1% | |
| 2820.4 | 1 | 0.1% | |
| 2727.3 | 1 | 0.1% | |
| 2659.2 | 1 | 0.1% | |
| 2646.5 | 1 | 0.1% | |
| 2559.7 | 1 | 0.1% | |
| 2506.8 | 1 | 0.1% | |
| 2453.1 | 1 | 0.1% | |
| 2412.7 | 1 | 0.1% | |
| 2392.5 | 1 | 0.1% |
| Distinct count | 1896 |
|---|---|
| Unique (%) | 95.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2674.4768225238813 |
|---|---|
| Minimum | 1160.8 |
| Maximum | 5833.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.7 KiB |
Quantile statistics
| Minimum | 1160.8 |
|---|---|
| 5-th percentile | 1548.84 |
| Q1 | 2112.7 |
| median | 2623.5 |
| Q3 | 3091.9 |
| 95-th percentile | 4157.74 |
| Maximum | 5833.8 |
| Range | 4673 |
| Interquartile range (IQR) | 979.2 |
Descriptive statistics
| Standard deviation | 771.9775622 |
|---|---|
| Coefficient of variation (CV) | 0.2886461964 |
| Kurtosis | 0.2532826518 |
| Mean | 2674.476823 |
| Median Absolute Deviation (MAD) | 492.9 |
| Skewness | 0.6183686596 |
| Sum | 5319534.4 |
| Variance | 595949.3565 |
| Value | Count | Frequency (%) | |
| 2714.3 | 3 | 0.2% | |
| 2156 | 3 | 0.2% | |
| 2422.7 | 3 | 0.2% | |
| 2404.1 | 2 | 0.1% | |
| 2568.3 | 2 | 0.1% | |
| 2693.3 | 2 | 0.1% | |
| 2759.3 | 2 | 0.1% | |
| 1927.3 | 2 | 0.1% | |
| 1819.6 | 2 | 0.1% | |
| 2964.3 | 2 | 0.1% | |
| 2319.3 | 2 | 0.1% | |
| 1880.4 | 2 | 0.1% | |
| 3080.7 | 2 | 0.1% | |
| 2834.4 | 2 | 0.1% | |
| 2607 | 2 | 0.1% | |
| 2500.5 | 2 | 0.1% | |
| 2271.3 | 2 | 0.1% | |
| 3246 | 2 | 0.1% | |
| 3313 | 2 | 0.1% | |
| 1715.3 | 2 | 0.1% | |
| 3101.6 | 2 | 0.1% | |
| 1776.5 | 2 | 0.1% | |
| 1987.2 | 2 | 0.1% | |
| 3082.9 | 2 | 0.1% | |
| 2741.8 | 2 | 0.1% | |
| Other values (1871) | 1936 | 97.3% |
| Value | Count | Frequency (%) | |
| 1160.8 | 1 | 0.1% | |
| 1235.6 | 1 | 0.1% | |
| 1239.4 | 1 | 0.1% | |
| 1239.9 | 1 | 0.1% | |
| 1248.3 | 1 | 0.1% | |
| 1273 | 1 | 0.1% | |
| 1276.6 | 1 | 0.1% | |
| 1278.3 | 1 | 0.1% | |
| 1288.1 | 1 | 0.1% | |
| 1301.2 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 5833.8 | 1 | 0.1% | |
| 5779.9 | 1 | 0.1% | |
| 5449 | 1 | 0.1% | |
| 5298.7 | 1 | 0.1% | |
| 5212.5 | 1 | 0.1% | |
| 5205.9 | 1 | 0.1% | |
| 5164.3 | 1 | 0.1% | |
| 5106.1 | 1 | 0.1% | |
| 5067.9 | 1 | 0.1% | |
| 5046.9 | 1 | 0.1% |
vehicle theft
Real number (ℝ≥0)
| Distinct count | 1707 |
|---|---|
| Unique (%) | 85.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 376.17450980392164 |
|---|---|
| Minimum | 38.9 |
| Maximum | 1839.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.7 KiB |
Quantile statistics
| Minimum | 38.9 |
|---|---|
| 5-th percentile | 119.12 |
| Q1 | 210.1 |
| median | 326.5 |
| Q3 | 473.3 |
| 95-th percentile | 812.24 |
| Maximum | 1839.9 |
| Range | 1801 |
| Interquartile range (IQR) | 263.2 |
Descriptive statistics
| Standard deviation | 232.377922 |
|---|---|
| Coefficient of variation (CV) | 0.6177396819 |
| Kurtosis | 4.860407211 |
| Mean | 376.1745098 |
| Median Absolute Deviation (MAD) | 125.7 |
| Skewness | 1.737871073 |
| Sum | 748211.1 |
| Variance | 53999.49865 |
| Value | Count | Frequency (%) | |
| 211 | 5 | 0.3% | |
| 302.5 | 4 | 0.2% | |
| 237.6 | 4 | 0.2% | |
| 196.3 | 4 | 0.2% | |
| 153.5 | 4 | 0.2% | |
| 375.1 | 4 | 0.2% | |
| 601.7 | 3 | 0.2% | |
| 305.6 | 3 | 0.2% | |
| 273.3 | 3 | 0.2% | |
| 178.3 | 3 | 0.2% | |
| 183.4 | 3 | 0.2% | |
| 226.7 | 3 | 0.2% | |
| 212.7 | 3 | 0.2% | |
| 143.2 | 3 | 0.2% | |
| 173.7 | 3 | 0.2% | |
| 270.3 | 3 | 0.2% | |
| 351.4 | 3 | 0.2% | |
| 161.7 | 3 | 0.2% | |
| 272.9 | 3 | 0.2% | |
| 366 | 3 | 0.2% | |
| 169.9 | 3 | 0.2% | |
| 430.1 | 3 | 0.2% | |
| 139.1 | 3 | 0.2% | |
| 301.6 | 3 | 0.2% | |
| 153.6 | 3 | 0.2% | |
| Other values (1682) | 1907 | 95.9% |
| Value | Count | Frequency (%) | |
| 38.9 | 1 | 0.1% | |
| 53.8 | 1 | 0.1% | |
| 60.1 | 1 | 0.1% | |
| 64.6 | 1 | 0.1% | |
| 68.6 | 1 | 0.1% | |
| 70.1 | 1 | 0.1% | |
| 71.4 | 1 | 0.1% | |
| 72.2 | 1 | 0.1% | |
| 73.5 | 1 | 0.1% | |
| 74.5 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1839.9 | 1 | 0.1% | |
| 1837 | 1 | 0.1% | |
| 1776.5 | 1 | 0.1% | |
| 1686.5 | 1 | 0.1% | |
| 1548 | 1 | 0.1% | |
| 1517 | 1 | 0.1% | |
| 1449.3 | 1 | 0.1% | |
| 1430.8 | 1 | 0.1% | |
| 1394.8 | 1 | 0.1% | |
| 1392.4 | 1 | 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| state | unemployment | year | Population | violent total | Murder | rape | Robbery | Aggravated assault | property total | Burglary | Larceny theft | vehicle theft | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | AL | 6.808 | 1976 | 3665000 | 388.8 | 15.1 | 21.7 | 96.0 | 256.0 | 3419.5 | 1170.0 | 1987.2 | 262.3 |
| 1 | AL | 7.325 | 1977 | 3690000 | 414.4 | 14.2 | 25.2 | 96.8 | 278.3 | 3298.2 | 1135.5 | 1881.9 | 280.7 |
| 2 | AL | 6.380 | 1978 | 3742000 | 419.1 | 13.3 | 25.5 | 99.1 | 281.2 | 3519.7 | 1229.3 | 1987.9 | 302.5 |
| 3 | AL | 7.158 | 1979 | 3769000 | 413.3 | 13.2 | 27.5 | 109.5 | 263.1 | 3830.5 | 1287.3 | 2223.2 | 320.1 |
| 4 | AL | 8.867 | 1980 | 3861466 | 448.5 | 13.2 | 30.0 | 132.1 | 273.2 | 4485.1 | 1526.7 | 2642.2 | 316.2 |
| 5 | AL | 10.542 | 1981 | 3916000 | 470.5 | 11.9 | 26.1 | 126.5 | 306.1 | 4428.3 | 1450.7 | 2693.3 | 284.2 |
| 6 | AL | 14.100 | 1982 | 3943000 | 447.7 | 10.6 | 26.0 | 112.0 | 299.1 | 4185.8 | 1256.2 | 2656.4 | 273.3 |
| 7 | AL | 13.808 | 1983 | 3959000 | 416.0 | 9.2 | 23.5 | 98.4 | 284.9 | 3685.0 | 1073.1 | 2381.4 | 230.5 |
| 8 | AL | 11.008 | 1984 | 3990000 | 431.2 | 9.4 | 25.1 | 96.1 | 300.6 | 3470.9 | 1001.8 | 2235.5 | 233.6 |
| 9 | AL | 9.167 | 1985 | 4021000 | 457.5 | 9.8 | 26.8 | 105.4 | 315.5 | 3484.6 | 1034.9 | 2191.2 | 258.5 |
Last rows
| state | unemployment | year | Population | violent total | Murder | rape | Robbery | Aggravated assault | property total | Burglary | Larceny theft | vehicle theft | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1979 | WY | 3.583 | 2005 | 508798 | 230.0 | 2.8 | 24.0 | 15.3 | 188.3 | 3158.0 | 476.8 | 2536.0 | 145.0 |
| 1980 | WY | 3.175 | 2006 | 515004 | 253.8 | 2.5 | 29.3 | 14.0 | 208.0 | 2986.6 | 450.9 | 2379.6 | 156.1 |
| 1981 | WY | 2.817 | 2007 | 522830 | 257.1 | 4.0 | 32.9 | 16.1 | 204.1 | 2879.1 | 452.3 | 2271.3 | 155.5 |
| 1982 | WY | 3.050 | 2008 | 532668 | 249.7 | 2.3 | 34.7 | 16.3 | 196.4 | 2725.0 | 412.6 | 2174.7 | 137.6 |
| 1983 | WY | 6.325 | 2009 | 544270 | 219.7 | 2.0 | 31.6 | 14.3 | 171.8 | 2616.9 | 399.8 | 2078.0 | 139.1 |
| 1984 | WY | 6.458 | 2010 | 564554 | 197.9 | 1.4 | 28.7 | 13.6 | 154.1 | 2456.6 | 381.0 | 1970.8 | 104.9 |
| 1985 | WY | 5.808 | 2011 | 567356 | 219.4 | 3.2 | 25.7 | 12.5 | 178.0 | 2269.8 | 328.5 | 1849.5 | 91.8 |
| 1986 | WY | 5.317 | 2012 | 576626 | 201.3 | 2.4 | 26.7 | 10.6 | 161.6 | 2293.0 | 368.5 | 1823.2 | 101.3 |
| 1987 | WY | 4.725 | 2013 | 583223 | 207.8 | 2.9 | 24.7 | 12.7 | 157.2 | 2196.2 | 335.4 | 1761.8 | 99.1 |
| 1988 | WY | 4.158 | 2014 | 584153 | 195.5 | 2.7 | 21.6 | 9.1 | 153.9 | 1964.7 | 289.1 | 1572.4 | 103.2 |